Welcome to my webpage!

I am an Assistant Professor at Indian Institute of Science (IISc.), Bengaluru in Robert Bosch Centre for Cyberphysical Systems (RBCCPS) jointly with Centre for Infrastructure, Sustainable Transportation, and Urban Planning (CiSTUP).

Previously I worked as a Postdoctoral Researcher at Senseable City Lab at Massachusetts Institute of Technology, Cambridge, USA for two years and at Grab-NUS AI Lab, Institute of Data Science, National University of Singapore (NUS) for nine months where I worked on urban mobility analytics, driver behavior modeling and spatio-temporal data mining. I received my Ph.D. degree from the Department of Electrical and Electronics Engineering, University of Melbourne, Australia in 2019. From July 2011 to November 2014, I was a Researcher in Automation Division, TATA Steel Limited, India where I developed several image processing and machine learning -based real-time systems for manufacturing industries.

My current research interests are :- Big data analytics, Unsupervised learning, Explainable AI/ML, Data-Driven Analytics for Autonomous Systems and Transportation, Spatio-temporal Data Mining, Streaming data analytics, and Urban Sensing and Analytics. I am particularly interested in ML and AI applications to solve complex real-world problems in areas such as transportation, agriculture, healthcare, infrastructure, robotics, and vision.

Please send me an email if you are interested in my work or collaboration.

You may view my pages on:

News

[Dec 2021] Our work on "An Unsupervised Approach for Driving Behaviour Analysis of Professional Truck Drivers" has been accepted in EAI Internation Conference on Intelligent Transportation System (INTSYS), 2021. [Also received the Best Paper Award]

[Nov 2021] Our work on "Understanding Drivers' Stress and Interactions with Vehicle Systems Through Naturalistic Data Analysis" has been accepted in IEEE Transactions on Intelligent Transportation System.

[June 2021] Our work on "Identifying Groups of Fake Reviewers Using a Semi-supervised Approach" has been accepted in IEEE Transactions on Computational Social Systems (TCSS).

[Jan 2021] Our work on "Shapelet Based Visual Assessment Of Cluster Tendency in Analyzing Complex Upper Limb Motion" has been accepted in the International Conference on Acoustics, Speech and Signal Processing (ICASSP)

[Sep'20] My PhD thesis has been awarded with the second Best Thesis Prize (2019) from Melbourne School of Engineering, the University of Melbourne.

[May '20] My PhD thesis got nominated for "Chancellor's Prize for Excellence in the PhD Thesis 2020", at the University of Melbourne.

Contact Details

Email: prathore[at]iisc[dot]ac[dot]in

Address:

Robert Bosch Centre for Cyberphysical Systems (RBCCPS)

Office: CiSTUP (near RBCCPS) on 2nd Floor